Pandas Profiling Report

Dataset statistics

Number of variables	25
Number of observations	7752
Missing cells	1248
Missing cells (%)	0.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.5 MiB
Average record size in memory	200.0 B

Variable types

Numeric	24
Categorical	1

Warnings

`Date` has a high cardinality: 310 distinct values	High cardinality
`Present_Tmax` is highly correlated with `Present_Tmin` and 4 other fields	High correlation
`Present_Tmin` is highly correlated with `Present_Tmax` and 2 other fields	High correlation
`LDAPS_RHmin` is highly correlated with `LDAPS_RHmax` and 5 other fields	High correlation
`LDAPS_RHmax` is highly correlated with `LDAPS_RHmin`	High correlation
`LDAPS_Tmax_lapse` is highly correlated with `Present_Tmax` and 6 other fields	High correlation
`LDAPS_Tmin_lapse` is highly correlated with `Present_Tmax` and 4 other fields	High correlation
`LDAPS_CC1` is highly correlated with `LDAPS_RHmin` and 2 other fields	High correlation
`LDAPS_CC2` is highly correlated with `LDAPS_RHmin` and 4 other fields	High correlation
`LDAPS_CC3` is highly correlated with `LDAPS_RHmin` and 5 other fields	High correlation
`LDAPS_CC4` is highly correlated with `LDAPS_RHmin` and 2 other fields	High correlation
`DEM` is highly correlated with `Slope`	High correlation
`Slope` is highly correlated with `DEM`	High correlation
`Next_Tmax` is highly correlated with `Present_Tmax` and 4 other fields	High correlation
`Next_Tmin` is highly correlated with `Present_Tmax` and 4 other fields	High correlation
`Present_Tmax` is highly correlated with `Present_Tmin` and 4 other fields	High correlation
`Present_Tmin` is highly correlated with `Present_Tmax` and 2 other fields	High correlation
`LDAPS_RHmin` is highly correlated with `LDAPS_RHmax` and 5 other fields	High correlation
`LDAPS_RHmax` is highly correlated with `LDAPS_RHmin`	High correlation
`LDAPS_Tmax_lapse` is highly correlated with `Present_Tmax` and 6 other fields	High correlation
`LDAPS_Tmin_lapse` is highly correlated with `Present_Tmax` and 4 other fields	High correlation
`LDAPS_CC1` is highly correlated with `LDAPS_RHmin` and 4 other fields	High correlation
`LDAPS_CC2` is highly correlated with `LDAPS_RHmin` and 6 other fields	High correlation
`LDAPS_CC3` is highly correlated with `LDAPS_RHmin` and 5 other fields	High correlation
`LDAPS_CC4` is highly correlated with `LDAPS_CC2` and 2 other fields	High correlation
`LDAPS_PPT1` is highly correlated with `LDAPS_CC1` and 2 other fields	High correlation
`LDAPS_PPT2` is highly correlated with `LDAPS_RHmin` and 3 other fields	High correlation
`LDAPS_PPT3` is highly correlated with `LDAPS_CC3` and 1 other fields	High correlation
`LDAPS_PPT4` is highly correlated with `LDAPS_CC4` and 1 other fields	High correlation
`DEM` is highly correlated with `Slope`	High correlation
`Slope` is highly correlated with `DEM`	High correlation
`Next_Tmax` is highly correlated with `Present_Tmax` and 3 other fields	High correlation
`Next_Tmin` is highly correlated with `Present_Tmax` and 4 other fields	High correlation
`Present_Tmin` is highly correlated with `LDAPS_Tmin_lapse` and 1 other fields	High correlation
`LDAPS_RHmin` is highly correlated with `LDAPS_CC2`	High correlation
`LDAPS_Tmax_lapse` is highly correlated with `Next_Tmax`	High correlation
`LDAPS_Tmin_lapse` is highly correlated with `Present_Tmin` and 1 other fields	High correlation
`LDAPS_CC1` is highly correlated with `LDAPS_CC2` and 1 other fields	High correlation
`LDAPS_CC2` is highly correlated with `LDAPS_RHmin` and 3 other fields	High correlation
`LDAPS_CC3` is highly correlated with `LDAPS_CC2` and 1 other fields	High correlation
`LDAPS_CC4` is highly correlated with `LDAPS_CC3`	High correlation
`LDAPS_PPT1` is highly correlated with `LDAPS_CC1` and 1 other fields	High correlation
`LDAPS_PPT2` is highly correlated with `LDAPS_CC2` and 1 other fields	High correlation
`DEM` is highly correlated with `Slope`	High correlation
`Slope` is highly correlated with `DEM`	High correlation
`Next_Tmax` is highly correlated with `LDAPS_Tmax_lapse`	High correlation
`Next_Tmin` is highly correlated with `Present_Tmin` and 1 other fields	High correlation
`Present_Tmax` is highly correlated with `Present_Tmin` and 4 other fields	High correlation
`Present_Tmin` is highly correlated with `Present_Tmax` and 5 other fields	High correlation
`LDAPS_LH` is highly correlated with `lat` and 1 other fields	High correlation
`LDAPS_PPT1` is highly correlated with `LDAPS_CC1` and 1 other fields	High correlation
`Slope` is highly correlated with `lat` and 3 other fields	High correlation
`lat` is highly correlated with `LDAPS_LH` and 4 other fields	High correlation
`LDAPS_RHmax` is highly correlated with `LDAPS_RHmin`	High correlation
`LDAPS_CC3` is highly correlated with `LDAPS_Tmax_lapse` and 6 other fields	High correlation
`LDAPS_Tmax_lapse` is highly correlated with `Present_Tmax` and 10 other fields	High correlation
`LDAPS_CC4` is highly correlated with `LDAPS_CC3` and 5 other fields	High correlation
`lon` is highly correlated with `Slope` and 3 other fields	High correlation
`LDAPS_WS` is highly correlated with `LDAPS_Tmax_lapse` and 1 other fields	High correlation
`Next_Tmin` is highly correlated with `Present_Tmax` and 5 other fields	High correlation
`LDAPS_CC1` is highly correlated with `LDAPS_PPT1` and 4 other fields	High correlation
`DEM` is highly correlated with `Slope` and 3 other fields	High correlation
`station` is highly correlated with `LDAPS_LH` and 4 other fields	High correlation
`Solar radiation` is highly correlated with `Present_Tmin` and 3 other fields	High correlation
`LDAPS_Tmin_lapse` is highly correlated with `Present_Tmax` and 5 other fields	High correlation
`LDAPS_RHmin` is highly correlated with `LDAPS_RHmax` and 6 other fields	High correlation
`LDAPS_PPT3` is highly correlated with `LDAPS_CC3`	High correlation
`LDAPS_CC2` is highly correlated with `LDAPS_CC3` and 6 other fields	High correlation
`Next_Tmax` is highly correlated with `Present_Tmax` and 10 other fields	High correlation
`LDAPS_PPT2` is highly correlated with `LDAPS_PPT1` and 1 other fields	High correlation
`LDAPS_PPT4` is highly correlated with `LDAPS_CC4`	High correlation
`Date` is uniformly distributed	Uniform
`LDAPS_CC1` has 108 (1.4%) zeros	Zeros
`LDAPS_CC2` has 95 (1.2%) zeros	Zeros
`LDAPS_CC4` has 137 (1.8%) zeros	Zeros
`LDAPS_PPT1` has 4844 (62.5%) zeros	Zeros
`LDAPS_PPT2` has 5151 (66.4%) zeros	Zeros
`LDAPS_PPT3` has 5294 (68.3%) zeros	Zeros
`LDAPS_PPT4` has 5751 (74.2%) zeros	Zeros

Reproduction

Analysis started	2021-08-15 01:28:31.844726
Analysis finished	2021-08-15 01:30:42.603617
Duration	2 minutes and 10.76 seconds
Software version	pandas-profiling v3.0.0
Download configuration	config.json

station
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	25
Distinct (%)	0.3%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	13

Minimum	1
Maximum	25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	60.7 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	7
median	13
Q3	19
95-th percentile	24
Maximum	25
Range	24
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	7.211567828
Coefficient of variation (CV)	0.5547359868
Kurtosis	-1.203848596
Mean	13
Median Absolute Deviation (MAD)	6
Skewness	0
Sum	100750
Variance	52.00671054
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
25	310	4.0%
23	310	4.0%
2	310	4.0%
3	310	4.0%
4	310	4.0%
5	310	4.0%
6	310	4.0%
7	310	4.0%
8	310	4.0%
9	310	4.0%
Other values (15)	4650	60.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	310	4.0%
2	310	4.0%
3	310	4.0%
4	310	4.0%
5	310	4.0%
6	310	4.0%
7	310	4.0%
8	310	4.0%
9	310	4.0%
10	310	4.0%

Value	Count	Frequency (%)
25	310	4.0%
24	310	4.0%
23	310	4.0%
22	310	4.0%
21	310	4.0%
20	310	4.0%
19	310	4.0%
18	310	4.0%
17	310	4.0%
16	310	4.0%

Date
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	310
Distinct (%)	4.0%
Missing	2
Missing (%)	< 0.1%
Memory size	60.7 KiB

8/20/2015	25
8/24/2016	25
8/5/2014	25
7/19/2015	25
7/26/2016	25
Other values (305)	7625

Length

Max length	9
Median length	9
Mean length	8.709677419
Min length	8

Characters and Unicode

Total characters	67500
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	6/30/2013
2nd row	6/30/2013
3rd row	6/30/2013
4th row	6/30/2013
5th row	6/30/2013

Common Values

Value	Count	Frequency (%)
8/20/2015	25	0.3%
8/24/2016	25	0.3%
8/5/2014	25	0.3%
7/19/2015	25	0.3%
7/26/2016	25	0.3%
7/31/2016	25	0.3%
8/30/2013	25	0.3%
7/11/2016	25	0.3%
8/22/2017	25	0.3%
8/4/2016	25	0.3%
Other values (300)	7500	96.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
8/20/2015	25	0.3%
8/4/2016	25	0.3%
7/19/2015	25	0.3%
7/26/2016	25	0.3%
7/31/2016	25	0.3%
8/30/2013	25	0.3%
7/11/2016	25	0.3%
8/22/2017	25	0.3%
8/24/2016	25	0.3%
8/23/2015	25	0.3%
Other values (300)	7500	96.8%

Most occurring characters

Value	Count	Frequency (%)
/	15500	23.0%
1	11125	16.5%
2	11000	16.3%
0	8625	12.8%
7	6175	9.1%
8	4500	6.7%
3	2800	4.1%
6	2425	3.6%
4	2300	3.4%
5	2300	3.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	52000	77.0%
Other Punctuation	15500	23.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	11125	21.4%
2	11000	21.2%
0	8625	16.6%
7	6175	11.9%
8	4500	8.7%
3	2800	5.4%
6	2425	4.7%
4	2300	4.4%
5	2300	4.4%
9	750	1.4%

Other Punctuation

Value	Count	Frequency (%)
/	15500	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	67500	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
/	15500	23.0%
1	11125	16.5%
2	11000	16.3%
0	8625	12.8%
7	6175	9.1%
8	4500	6.7%
3	2800	4.1%
6	2425	3.6%
4	2300	3.4%
5	2300	3.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	67500	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	15500	23.0%
1	11125	16.5%
2	11000	16.3%
0	8625	12.8%
7	6175	9.1%
8	4500	6.7%
3	2800	4.1%
6	2425	3.6%
4	2300	3.4%
5	2300	3.4%

Present_Tmax
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	167
Distinct (%)	2.2%
Missing	70
Missing (%)	0.9%
Infinite	0
Infinite (%)	0.0%
Mean	29.7682114

Minimum	20
Maximum	37.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	60.7 KiB

Quantile statistics

Minimum	20
5-th percentile	24.6
Q1	27.8
median	29.9
Q3	32
95-th percentile	34.3
Maximum	37.6
Range	17.6
Interquartile range (IQR)	4.2

Descriptive statistics

Standard deviation	2.96999878
Coefficient of variation (CV)	0.09977081725
Kurtosis	-0.4127682457
Mean	29.7682114
Median Absolute Deviation (MAD)	2.1
Skewness	-0.2629423693
Sum	228679.4
Variance	8.820892752
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
31.4	112	1.4%
29.4	111	1.4%
29.1	108	1.4%
29.7	107	1.4%
30.6	105	1.4%
31.9	105	1.4%
29.2	105	1.4%
30	101	1.3%
30.3	101	1.3%
32.2	100	1.3%
Other values (157)	6627	85.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
20	2	< 0.1%
20.1	1	< 0.1%
20.3	1	< 0.1%
20.4	1	< 0.1%
20.6	2	< 0.1%
20.7	1	< 0.1%
21.2	1	< 0.1%
21.4	2	< 0.1%
21.5	2	< 0.1%
21.6	2	< 0.1%

Value	Count	Frequency (%)
37.6	2	< 0.1%
37.5	2	< 0.1%
37.2	2	< 0.1%
37.1	1	< 0.1%
36.9	1	< 0.1%
36.8	3	< 0.1%
36.7	6	0.1%
36.6	2	< 0.1%
36.5	4	0.1%
36.4	1	< 0.1%

Present_Tmin
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	155
Distinct (%)	2.0%
Missing	70
Missing (%)	0.9%
Infinite	0
Infinite (%)	0.0%
Mean	23.22505858

Minimum	11.3
Maximum	29.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	60.7 KiB

Quantile statistics

Minimum	11.3
5-th percentile	19.1
Q1	21.7
median	23.4
Q3	24.9
95-th percentile	27
Maximum	29.9
Range	18.6
Interquartile range (IQR)	3.2

Descriptive statistics

Standard deviation	2.413961103
Coefficient of variation (CV)	0.1039377832
Kurtosis	0.1976512112
Mean	23.22505858
Median Absolute Deviation (MAD)	1.6
Skewness	-0.3658751814
Sum	178414.9
Variance	5.827208205
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24	161	2.1%
23.8	153	2.0%
23.1	144	1.9%
23.5	143	1.8%
23.3	142	1.8%
23.7	141	1.8%
23.9	138	1.8%
23.6	137	1.8%
23.4	136	1.8%
23	135	1.7%
Other values (145)	6252	80.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
11.3	2	< 0.1%
13.5	1	< 0.1%
13.6	1	< 0.1%
14.1	1	< 0.1%
14.2	1	< 0.1%
14.3	1	< 0.1%
14.4	2	< 0.1%
14.6	1	< 0.1%
14.8	2	< 0.1%
15	1	< 0.1%

Value	Count	Frequency (%)
29.9	2	< 0.1%
29.7	1	< 0.1%
29.6	1	< 0.1%
29.2	2	< 0.1%
29.1	1	< 0.1%
29	2	< 0.1%
28.9	4	0.1%
28.8	3	< 0.1%
28.7	3	< 0.1%
28.6	6	0.1%

LDAPS_RHmin
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	7672
Distinct (%)	99.9%
Missing	75
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	56.75937215

Minimum	19.79466629
Maximum	98.5247345
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	60.7 KiB

Quantile statistics

Minimum	19.79466629
5-th percentile	34.61397323
Q1	45.96354294
median	55.03902435
Q3	67.19005585
95-th percentile	82.83589783
Maximum	98.5247345
Range	78.73006821
Interquartile range (IQR)	21.22651291

Descriptive statistics

Standard deviation	14.66811137
Coefficient of variation (CV)	0.2584262442
Kurtosis	-0.5208967924
Mean	56.75937215
Median Absolute Deviation (MAD)	10.34185028
Skewness	0.2987645035
Sum	435741.7
Variance	215.1534911
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
71.65808868	2	< 0.1%
51.81059647	2	< 0.1%
98.5247345	2	< 0.1%
77.03034973	2	< 0.1%
19.79466629	2	< 0.1%
75.35285187	1	< 0.1%
39.92521667	1	< 0.1%
58.97974777	1	< 0.1%
53.68651199	1	< 0.1%
41.49820328	1	< 0.1%
Other values (7662)	7662	98.8%
(Missing)	75	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
19.79466629	2	< 0.1%
20.09068489	1	< 0.1%
21.0097084	1	< 0.1%
21.46811485	1	< 0.1%
21.46988106	1	< 0.1%
21.52996445	1	< 0.1%
21.66367912	1	< 0.1%
22.08788681	1	< 0.1%
22.33865929	1	< 0.1%
22.42659187	1	< 0.1%

Value	Count	Frequency (%)
98.5247345	2	< 0.1%
98.19417572	1	< 0.1%
97.48257446	1	< 0.1%
96.93392181	1	< 0.1%
96.56472778	1	< 0.1%
96.16981506	1	< 0.1%
96.08734894	1	< 0.1%
95.81893921	1	< 0.1%
95.80328369	1	< 0.1%
95.75268555	1	< 0.1%

LDAPS_RHmax
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	7664
Distinct (%)	99.8%
Missing	75
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	88.37480389

Minimum	58.93628311
Maximum	100.0001526
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	60.7 KiB

Quantile statistics

Minimum	58.93628311
5-th percentile	74.3182373
Q1	84.22286224
median	89.79347992
Q3	93.74362946
95-th percentile	97.73377991
Maximum	100.0001526
Range	41.06386949
Interquartile range (IQR)	9.52076722

Descriptive statistics

Standard deviation	7.192004103
Coefficient of variation (CV)	0.08138070792
Kurtosis	0.3621454393
Mean	88.37480389
Median Absolute Deviation (MAD)	4.50279999
Skewness	-0.8508699656
Sum	678453.3694
Variance	51.72492301
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
85.86373138	2	< 0.1%
96.05841827	2	< 0.1%
96.52519989	2	< 0.1%
99.25196838	2	< 0.1%
88.93819427	2	< 0.1%
88.8766098	2	< 0.1%
91.20652008	2	< 0.1%
91.77614594	2	< 0.1%
94.7959671	2	< 0.1%
91.87817383	2	< 0.1%
Other values (7654)	7657	98.8%
(Missing)	75	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
58.93628311	2	< 0.1%
60.72826004	1	< 0.1%
61.34057617	1	< 0.1%
61.589077	1	< 0.1%
62.04511261	1	< 0.1%
62.64552307	1	< 0.1%
62.74210358	1	< 0.1%
62.90007401	1	< 0.1%
62.98423004	1	< 0.1%
63.08742523	1	< 0.1%

Value	Count	Frequency (%)
100.0001526	2	< 0.1%
99.99942017	1	< 0.1%
99.99900818	1	< 0.1%
99.99688721	1	< 0.1%
99.99517059	1	< 0.1%
99.99266052	1	< 0.1%
99.99242401	1	< 0.1%
99.98728943	1	< 0.1%
99.98582459	1	< 0.1%
99.98556519	1	< 0.1%

LDAPS_Tmax_lapse
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	7675
Distinct (%)	> 99.9%
Missing	75
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.61344654

Minimum	17.62495378
Maximum	38.54225522
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	60.7 KiB

Quantile statistics

Minimum	17.62495378
5-th percentile	24.53059542
Q1	27.67349866
median	29.70342642
Q3	31.71044989
95-th percentile	34.30162848
Maximum	38.54225522
Range	20.91730144
Interquartile range (IQR)	4.03695123

Descriptive statistics

Standard deviation	2.947191005
Coefficient of variation (CV)	0.09952205329
Kurtosis	-0.03238064427
Mean	29.61344654
Median Absolute Deviation (MAD)	2.02097205
Skewness	-0.2267749172
Sum	227342.4291
Variance	8.68593482
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17.62495378	2	< 0.1%
38.54225522	2	< 0.1%
30.87499885	1	< 0.1%
28.70800403	1	< 0.1%
32.20141348	1	< 0.1%
23.50873577	1	< 0.1%
35.88088701	1	< 0.1%
27.76751325	1	< 0.1%
30.3199456	1	< 0.1%
30.57498709	1	< 0.1%
Other values (7665)	7665	98.9%
(Missing)	75	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
17.62495378	2	< 0.1%
17.83555757	1	< 0.1%
18.30850581	1	< 0.1%
19.17360648	1	< 0.1%
19.21306248	1	< 0.1%
19.24407659	1	< 0.1%
19.30022281	1	< 0.1%
19.38825127	1	< 0.1%
19.59257313	1	< 0.1%
19.77022078	1	< 0.1%

Value	Count	Frequency (%)
38.54225522	2	< 0.1%
38.14053449	1	< 0.1%
38.02874289	1	< 0.1%
37.43865384	1	< 0.1%
37.35302979	1	< 0.1%
37.21342326	1	< 0.1%
37.13613868	1	< 0.1%
37.05030059	1	< 0.1%
36.95919276	1	< 0.1%
36.93092275	1	< 0.1%

LDAPS_Tmin_lapse
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	7675
Distinct (%)	> 99.9%
Missing	75
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.51258878

Minimum	14.27264631
Maximum	29.61934244
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	60.7 KiB

Quantile statistics

Minimum	14.27264631
5-th percentile	19.4488671
Q1	22.08973876
median	23.76019884
Q3	25.15290854
95-th percentile	27.01916987
Maximum	29.61934244
Range	15.34669613
Interquartile range (IQR)	3.06316978

Descriptive statistics

Standard deviation	2.345347303
Coefficient of variation (CV)	0.09974857831
Kurtosis	0.5024948132
Mean	23.51258878
Median Absolute Deviation (MAD)	1.49646783
Skewness	-0.578943259
Sum	180506.144
Variance	5.50065397
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14.27264631	2	< 0.1%
29.61934244	2	< 0.1%
22.60426494	1	< 0.1%
26.17707619	1	< 0.1%
24.14378541	1	< 0.1%
27.64655289	1	< 0.1%
24.01882354	1	< 0.1%
23.41136141	1	< 0.1%
21.87033398	1	< 0.1%
23.47368081	1	< 0.1%
Other values (7665)	7665	98.9%
(Missing)	75	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
14.27264631	2	< 0.1%
14.30137542	1	< 0.1%
14.44323317	1	< 0.1%
14.50081253	1	< 0.1%
14.72002888	1	< 0.1%
14.77141624	1	< 0.1%
14.7910817	1	< 0.1%
14.89248387	1	< 0.1%
14.89315539	1	< 0.1%
14.90792332	1	< 0.1%

Value	Count	Frequency (%)
29.61934244	2	< 0.1%
29.60448023	1	< 0.1%
29.56464717	1	< 0.1%
29.52761224	1	< 0.1%
29.52025878	1	< 0.1%
29.08449222	1	< 0.1%
29.06499337	1	< 0.1%
28.98263919	1	< 0.1%
28.97217631	1	< 0.1%
28.90000981	1	< 0.1%

LDAPS_WS
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	7675
Distinct (%)	> 99.9%
Missing	75
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.09787457

Minimum	2.882579625
Maximum	21.85762099
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	60.7 KiB

Quantile statistics

Minimum	2.882579625
5-th percentile	4.54411884
Q1	5.678705116
median	6.547470301
Q3	8.032276144
95-th percentile	11.41874935
Maximum	21.85762099
Range	18.97504137
Interquartile range (IQR)	2.353571028

Descriptive statistics

Standard deviation	2.183835979
Coefficient of variation (CV)	0.3076746366
Kurtosis	3.709967069
Mean	7.09787457
Median Absolute Deviation (MAD)	1.078852932
Skewness	1.571580883
Sum	54490.38307
Variance	4.769139582
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.882579625	2	< 0.1%
21.85762099	2	< 0.1%
10.15769889	1	< 0.1%
5.145232429	1	< 0.1%
4.204029918	1	< 0.1%
5.401667684	1	< 0.1%
8.538407822	1	< 0.1%
6.381539504	1	< 0.1%
8.104732027	1	< 0.1%
6.198156416	1	< 0.1%
Other values (7665)	7665	98.9%
(Missing)	75	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.882579625	2	< 0.1%
3.007953897	1	< 0.1%
3.013141155	1	< 0.1%
3.180028851	1	< 0.1%
3.295204123	1	< 0.1%
3.380252163	1	< 0.1%
3.403059368	1	< 0.1%
3.411469112	1	< 0.1%
3.419272289	1	< 0.1%
3.444602201	1	< 0.1%

Value	Count	Frequency (%)
21.85762099	2	< 0.1%
20.8541642	1	< 0.1%
20.11325343	1	< 0.1%
20.04824893	1	< 0.1%
19.3417213	1	< 0.1%
19.06818497	1	< 0.1%
18.11230397	1	< 0.1%
18.04368989	1	< 0.1%
17.91288733	1	< 0.1%
17.86923488	1	< 0.1%

LDAPS_LH
Real number (ℝ)

HIGH CORRELATION

Distinct	7675
Distinct (%)	> 99.9%
Missing	75
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	62.50501891

Minimum	-13.60321209
Maximum	213.4140062
Zeros	0
Zeros (%)	0.0%
Negative	4
Negative (%)	0.1%
Memory size	60.7 KiB

Quantile statistics

Minimum	-13.60321209
5-th percentile	15.19832322
Q1	37.26675278
median	56.86548154
Q3	84.22361625
95-th percentile	125.359223
Maximum	213.4140062
Range	227.0172183
Interquartile range (IQR)	46.95686347

Descriptive statistics

Standard deviation	33.73058877
Coefficient of variation (CV)	0.5396460853
Kurtosis	0.1039469093
Mean	62.50501891
Median Absolute Deviation (MAD)	22.60446922
Skewness	0.6704914371
Sum	479851.0302
Variance	1137.752619
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-13.60321209	2	< 0.1%
213.4140062	2	< 0.1%
52.89893587	1	< 0.1%
58.59489051	1	< 0.1%
35.23047935	1	< 0.1%
21.82404284	1	< 0.1%
87.45306389	1	< 0.1%
30.49139341	1	< 0.1%
51.07901088	1	< 0.1%
94.80986512	1	< 0.1%
Other values (7665)	7665	98.9%
(Missing)	75	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-13.60321209	2	< 0.1%
-8.569042542	1	< 0.1%
-3.75393321	1	< 0.1%
3.704882443	1	< 0.1%
5.404379317	1	< 0.1%
6.116924614	1	< 0.1%
6.171165351	1	< 0.1%
6.370118052	1	< 0.1%
6.768910299	1	< 0.1%
7.088508437	1	< 0.1%

Value	Count	Frequency (%)
213.4140062	2	< 0.1%
208.2346976	1	< 0.1%
203.706062	1	< 0.1%
200.411451	1	< 0.1%
189.2242461	1	< 0.1%
185.3952445	1	< 0.1%
182.6140475	1	< 0.1%
179.6815697	1	< 0.1%
178.4034568	1	< 0.1%
176.8802853	1	< 0.1%

LDAPS_CC1
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	7569
Distinct (%)	98.6%
Missing	75
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3687735856

Minimum	0
Maximum	0.967277328
Zeros	108
Zeros (%)	1.4%
Negative	0
Negative (%)	0.0%
Memory size	60.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0209252102
Q1	0.14665401
median	0.315696837
Q3	0.575488778
95-th percentile	0.8366165616
Maximum	0.967277328
Range	0.967277328
Interquartile range (IQR)	0.428834768

Descriptive statistics

Standard deviation	0.2624575535
Coefficient of variation (CV)	0.7117037765
Kurtosis	-0.9223608894
Mean	0.3687735856
Median Absolute Deviation (MAD)	0.196663176
Skewness	0.4572306412
Sum	2831.074817
Variance	0.06888396741
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	108	1.4%
0.967277328	2	< 0.1%
0.726234137	1	< 0.1%
0.271888233	1	< 0.1%
0.051229862	1	< 0.1%
0.29432929	1	< 0.1%
0.611442975	1	< 0.1%
0.432617451	1	< 0.1%
0.455214281	1	< 0.1%
0.223780094	1	< 0.1%
Other values (7559)	7559	97.5%
(Missing)	75	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	108	1.4%
2.06 × 10^-6	1	< 0.1%
2.81 × 10^-6	1	< 0.1%
6.36 × 10^-6	1	< 0.1%
1.06 × 10^-5	1	< 0.1%
4.83 × 10^-5	1	< 0.1%
5.14 × 10^-5	1	< 0.1%
6.1 × 10^-5	1	< 0.1%
6.36 × 10^-5	1	< 0.1%
6.72 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
0.967277328	2	< 0.1%
0.962301191	1	< 0.1%
0.959129896	1	< 0.1%
0.954241663	1	< 0.1%
0.95376721	1	< 0.1%
0.952236027	1	< 0.1%
0.951899191	1	< 0.1%
0.950321509	1	< 0.1%
0.947525279	1	< 0.1%
0.947197653	1	< 0.1%

LDAPS_CC2
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	7582
Distinct (%)	98.8%
Missing	75
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3560804373

Minimum	0
Maximum	0.96835306
Zeros	95
Zeros (%)	1.2%
Negative	0
Negative (%)	0.0%
Memory size	60.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0091249346
Q1	0.140614839
median	0.312421315
Q3	0.558694442
95-th percentile	0.8296098904
Maximum	0.96835306
Range	0.96835306
Interquartile range (IQR)	0.418079603

Descriptive statistics

Standard deviation	0.2580612293
Coefficient of variation (CV)	0.7247273432
Kurtosis	-0.8511465852
Mean	0.3560804373
Median Absolute Deviation (MAD)	0.197461964
Skewness	0.4700602065
Sum	2733.629517
Variance	0.06659559805
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	95	1.2%
0.96835306	2	< 0.1%
0.195655945	1	< 0.1%
0.183110611	1	< 0.1%
0.078902348	1	< 0.1%
0.373178957	1	< 0.1%
0.887667871	1	< 0.1%
0.808159884	1	< 0.1%
0.621571132	1	< 0.1%
0.600587984	1	< 0.1%
Other values (7572)	7572	97.7%
(Missing)	75	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	95	1.2%
1.47 × 10^-7	1	< 0.1%
5.34 × 10^-7	1	< 0.1%
4.97 × 10^-6	1	< 0.1%
5.62 × 10^-6	1	< 0.1%
9.02 × 10^-6	1	< 0.1%
1.11 × 10^-5	1	< 0.1%
1.19 × 10^-5	1	< 0.1%
1.59 × 10^-5	1	< 0.1%
1.81 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
0.96835306	2	< 0.1%
0.966997021	1	< 0.1%
0.966637436	1	< 0.1%
0.966186225	1	< 0.1%
0.965888735	1	< 0.1%
0.964020881	1	< 0.1%
0.963206771	1	< 0.1%
0.962579105	1	< 0.1%
0.960099816	1	< 0.1%
0.959851364	1	< 0.1%

LDAPS_CC3
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	7599
Distinct (%)	99.0%
Missing	75
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3184039558

Minimum	0
Maximum	0.983788755
Zeros	76
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	60.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0085693266
Q1	0.101387577
median	0.262554604
Q3	0.496703465
95-th percentile	0.7871236342
Maximum	0.983788755
Range	0.983788755
Interquartile range (IQR)	0.395315888

Descriptive statistics

Standard deviation	0.2503621985
Coefficient of variation (CV)	0.7863036685
Kurtosis	-0.6300587937
Mean	0.3184039558
Median Absolute Deviation (MAD)	0.183656068
Skewness	0.6376295817
Sum	2444.387169
Variance	0.06268123046
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	76	1.0%
5.81 × 10^-7	2	< 0.1%
0.000868056	2	< 0.1%
0.983788755	2	< 0.1%
0.282415399	1	< 0.1%
0.341589574	1	< 0.1%
0.347361396	1	< 0.1%
0.194017501	1	< 0.1%
0.730348677	1	< 0.1%
0.049067075	1	< 0.1%
Other values (7589)	7589	97.9%
(Missing)	75	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	76	1.0%
5.81 × 10^-7	2	< 0.1%
5.85 × 10^-7	1	< 0.1%
2.26 × 10^-6	1	< 0.1%
4.95 × 10^-6	1	< 0.1%
6.09 × 10^-6	1	< 0.1%
8.29 × 10^-6	1	< 0.1%
1.03 × 10^-5	1	< 0.1%
1.05 × 10^-5	1	< 0.1%
1.96 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
0.983788755	2	< 0.1%
0.983756559	1	< 0.1%
0.981651727	1	< 0.1%
0.980175777	1	< 0.1%
0.977426254	1	< 0.1%
0.9760177	1	< 0.1%
0.972389986	1	< 0.1%
0.97177229	1	< 0.1%
0.971506672	1	< 0.1%
0.971460111	1	< 0.1%

LDAPS_CC4
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	7524
Distinct (%)	98.0%
Missing	75
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2991913889

Minimum	0
Maximum	0.974709524
Zeros	137
Zeros (%)	1.8%
Negative	0
Negative (%)	0.0%
Memory size	60.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0036280888
Q1	0.081531957
median	0.227664469
Q3	0.499489186
95-th percentile	0.7784244252
Maximum	0.974709524
Range	0.974709524
Interquartile range (IQR)	0.417957229

Descriptive statistics

Standard deviation	0.2543475065
Coefficient of variation (CV)	0.8501164001
Kurtosis	-0.7168758279
Mean	0.2991913889
Median Absolute Deviation (MAD)	0.179763542
Skewness	0.663250982
Sum	2296.892293
Variance	0.06469265406
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	137	1.8%
0.002604167	7	0.1%
0.005208333	3	< 0.1%
0.001736111	3	< 0.1%
1.45 × 10^-6	2	< 0.1%
2.06 × 10^-6	2	< 0.1%
0.004340278	2	< 0.1%
0.373025014	2	< 0.1%
0.974709524	2	< 0.1%
5.18 × 10^-5	2	< 0.1%
Other values (7514)	7515	96.9%
(Missing)	75	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	137	1.8%
2.99 × 10^-8	1	< 0.1%
3.01 × 10^-7	1	< 0.1%
4.51 × 10^-7	1	< 0.1%
5.4 × 10^-7	1	< 0.1%
8.72 × 10^-7	1	< 0.1%
9.69 × 10^-7	1	< 0.1%
1.35 × 10^-6	1	< 0.1%
1.45 × 10^-6	2	< 0.1%
2.06 × 10^-6	2	< 0.1%

Value	Count	Frequency (%)
0.974709524	2	< 0.1%
0.967349129	1	< 0.1%
0.962640209	1	< 0.1%
0.961506337	1	< 0.1%
0.957888477	1	< 0.1%
0.9563483	1	< 0.1%
0.954078231	1	< 0.1%
0.953207456	1	< 0.1%
0.949293337	1	< 0.1%
0.948908251	1	< 0.1%

LDAPS_PPT1
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	2812
Distinct (%)	36.6%
Missing	75
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5919945267

Minimum	0
Maximum	23.70154408
Zeros	4844
Zeros (%)	62.5%
Negative	0
Negative (%)	0.0%
Memory size	60.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.052524642
95-th percentile	3.619205656
Maximum	23.70154408
Range	23.70154408
Interquartile range (IQR)	0.052524642

Descriptive statistics

Standard deviation	1.94576811
Coefficient of variation (CV)	3.286800844
Kurtosis	36.63231333
Mean	0.5919945267
Median Absolute Deviation (MAD)	0
Skewness	5.367675474
Sum	4544.741981
Variance	3.786013538
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4844	62.5%
0.001953125	11	0.1%
0.002604167	5	0.1%
0.001733788	3	< 0.1%
0.000114948	2	< 0.1%
0.002198883	2	< 0.1%
23.70154408	2	< 0.1%
0.000458718	2	< 0.1%
4.84 × 10^-5	2	< 0.1%
0.000558372	2	< 0.1%
Other values (2802)	2802	36.1%
(Missing)	75	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4844	62.5%
1.51 × 10^-5	1	< 0.1%
1.89 × 10^-5	1	< 0.1%
3.15 × 10^-5	1	< 0.1%
3.45 × 10^-5	1	< 0.1%
3.78 × 10^-5	1	< 0.1%
3.88 × 10^-5	1	< 0.1%
4.02 × 10^-5	1	< 0.1%
4.84 × 10^-5	2	< 0.1%
6.35 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
23.70154408	2	< 0.1%
23.22303604	1	< 0.1%
22.3608857	1	< 0.1%
20.94128404	1	< 0.1%
20.6530903	1	< 0.1%
19.33273548	1	< 0.1%
18.8873219	1	< 0.1%
18.87881494	1	< 0.1%
18.84156932	1	< 0.1%
18.81917164	1	< 0.1%

LDAPS_PPT2
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	2510
Distinct (%)	32.7%
Missing	75
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4850025591

Minimum	0
Maximum	21.62166078
Zeros	5151
Zeros (%)	66.4%
Negative	0
Negative (%)	0.0%
Memory size	60.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.018364114
95-th percentile	3.369460909
Maximum	21.62166078
Range	21.62166078
Interquartile range (IQR)	0.018364114

Descriptive statistics

Standard deviation	1.762807246
Coefficient of variation (CV)	3.634634937
Kurtosis	42.29976986
Mean	0.4850025591
Median Absolute Deviation (MAD)	0
Skewness	5.747359562
Sum	3723.364646
Variance	3.107489387
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5151	66.4%
0.001953125	7	0.1%
0.0007808	3	< 0.1%
4.02 × 10^-5	3	< 0.1%
1.41 × 10^-5	2	< 0.1%
0.001703563	2	< 0.1%
0.001394753	2	< 0.1%
21.62166078	2	< 0.1%
0.000525639	2	< 0.1%
0.002604167	2	< 0.1%
Other values (2500)	2501	32.3%
(Missing)	75	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5151	66.4%
1.41 × 10^-5	2	< 0.1%
1.65 × 10^-5	1	< 0.1%
1.79 × 10^-5	1	< 0.1%
1.92 × 10^-5	1	< 0.1%
2.36 × 10^-5	1	< 0.1%
3.46 × 10^-5	1	< 0.1%
4.02 × 10^-5	3	< 0.1%
4.15 × 10^-5	1	< 0.1%
5.2 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
21.62166078	2	< 0.1%
21.27655758	1	< 0.1%
20.94256475	1	< 0.1%
20.41414674	1	< 0.1%
20.36982602	1	< 0.1%
20.15052048	1	< 0.1%
19.80145313	1	< 0.1%
19.14545369	1	< 0.1%
18.42803252	1	< 0.1%
18.15007039	1	< 0.1%

LDAPS_PPT3
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	2356
Distinct (%)	30.7%
Missing	75
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2781996393

Minimum	0
Maximum	15.84123484
Zeros	5294
Zeros (%)	68.3%
Negative	0
Negative (%)	0.0%
Memory size	60.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.00789632
95-th percentile	1.414518103
Maximum	15.84123484
Range	15.84123484
Interquartile range (IQR)	0.00789632

Descriptive statistics

Standard deviation	1.161808677
Coefficient of variation (CV)	4.176168885
Kurtosis	49.99251679
Mean	0.2781996393
Median Absolute Deviation (MAD)	0
Skewness	6.425829485
Sum	2135.738631
Variance	1.349799403
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5294	68.3%
0.001953125	10	0.1%
0.000851781	4	0.1%
0.002604167	3	< 0.1%
0.000313617	2	< 0.1%
0.000306106	2	< 0.1%
2.47 × 10^-5	2	< 0.1%
0.000863546	2	< 0.1%
2.05 × 10^-5	2	< 0.1%
0.000558364	2	< 0.1%
Other values (2346)	2354	30.4%
(Missing)	75	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5294	68.3%
2.05 × 10^-5	2	< 0.1%
2.36 × 10^-5	1	< 0.1%
2.47 × 10^-5	2	< 0.1%
2.84 × 10^-5	1	< 0.1%
3.07 × 10^-5	1	< 0.1%
3.29 × 10^-5	1	< 0.1%
3.78 × 10^-5	2	< 0.1%
4.02 × 10^-5	1	< 0.1%
4.41 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
15.84123484	2	< 0.1%
15.1380717	1	< 0.1%
14.11042879	1	< 0.1%
14.04638926	1	< 0.1%
13.75969728	1	< 0.1%
13.69294393	1	< 0.1%
12.59141413	1	< 0.1%
12.39570808	1	< 0.1%
11.05527716	1	< 0.1%
10.58751073	1	< 0.1%

LDAPS_PPT4
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	1918
Distinct (%)	25.0%
Missing	75
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.26940735

Minimum	0
Maximum	16.65546921
Zeros	5751
Zeros (%)	74.2%
Negative	0
Negative (%)	0.0%
Memory size	60.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	4.15 × 10^-5
95-th percentile	1.295678829
Maximum	16.65546921
Range	16.65546921
Interquartile range (IQR)	4.15 × 10^-5

Descriptive statistics

Standard deviation	1.206214071
Coefficient of variation (CV)	4.477287169
Kurtosis	54.31825132
Mean	0.26940735
Median Absolute Deviation (MAD)	0
Skewness	6.792379039
Sum	2068.240226
Variance	1.454952386
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5751	74.2%
0.001953125	3	< 0.1%
0.001064727	2	< 0.1%
0.001104895	2	< 0.1%
0.000539112	2	< 0.1%
0.000709818	2	< 0.1%
16.65546921	2	< 0.1%
4.6 × 10^-5	2	< 0.1%
0.001909322	2	< 0.1%
0.007947446	1	< 0.1%
Other values (1908)	1908	24.6%
(Missing)	75	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5751	74.2%
1.65 × 10^-5	1	< 0.1%
1.79 × 10^-5	1	< 0.1%
2.36 × 10^-5	1	< 0.1%
2.99 × 10^-5	1	< 0.1%
3.78 × 10^-5	1	< 0.1%
4.02 × 10^-5	1	< 0.1%
4.15 × 10^-5	1	< 0.1%
4.6 × 10^-5	2	< 0.1%
6.92 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
16.65546921	2	< 0.1%
15.25282857	1	< 0.1%
14.78193317	1	< 0.1%
13.99895281	1	< 0.1%
13.80573742	1	< 0.1%
12.54213214	1	< 0.1%
12.4503245	1	< 0.1%
12.27896539	1	< 0.1%
12.21617692	1	< 0.1%
12.05516335	1	< 0.1%

lat
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	12
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.54472152

Minimum	37.4562
Maximum	37.645
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	60.7 KiB

Quantile statistics

Minimum	37.4562
5-th percentile	37.4697
Q1	37.5102
median	37.5507
Q3	37.5776
95-th percentile	37.6181
Maximum	37.645
Range	0.1888
Interquartile range (IQR)	0.0674

Descriptive statistics

Standard deviation	0.05035152325
Coefficient of variation (CV)	0.001341107917
Kurtosis	-0.8654162635
Mean	37.54472152
Median Absolute Deviation (MAD)	0.0405
Skewness	0.08706183722
Sum	291046.6812
Variance	0.002535275894
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
37.5776	1240	16.0%
37.5507	1240	16.0%
37.5237	620	8.0%
37.4697	620	8.0%
37.5102	620	8.0%
37.6181	620	8.0%
37.4967	620	8.0%
37.6046	620	8.0%
37.5372	620	8.0%
37.645	311	4.0%
Other values (2)	621	8.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
37.4562	311	4.0%
37.4697	620	8.0%
37.4832	310	4.0%
37.4967	620	8.0%
37.5102	620	8.0%
37.5237	620	8.0%
37.5372	620	8.0%
37.5507	1240	16.0%
37.5776	1240	16.0%
37.6046	620	8.0%

Value	Count	Frequency (%)
37.645	311	4.0%
37.6181	620	8.0%
37.6046	620	8.0%
37.5776	1240	16.0%
37.5507	1240	16.0%
37.5372	620	8.0%
37.5237	620	8.0%
37.5102	620	8.0%
37.4967	620	8.0%
37.4832	310	4.0%

lon
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	25
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	126.9913972

Minimum	126.826
Maximum	127.135
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	60.7 KiB

Quantile statistics

Minimum	126.826
5-th percentile	126.838
Q1	126.937
median	126.995
Q3	127.042
95-th percentile	127.099
Maximum	127.135
Range	0.309
Interquartile range (IQR)	0.105

Descriptive statistics

Standard deviation	0.07943510894
Coefficient of variation (CV)	0.0006255156703
Kurtosis	-0.6320691456
Mean	126.9913972
Median Absolute Deviation (MAD)	0.058
Skewness	-0.2852130228
Sum	984437.311
Variance	0.006309936532
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
127.135	311	4.0%
126.826	311	4.0%
126.995	310	4.0%
126.937	310	4.0%
126.991	310	4.0%
126.988	310	4.0%
127.024	310	4.0%
127.086	310	4.0%
127.022	310	4.0%
126.97	310	4.0%
Other values (15)	4650	60.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
126.826	311	4.0%
126.838	310	4.0%
126.891	310	4.0%
126.909	310	4.0%
126.91	310	4.0%
126.927	310	4.0%
126.937	310	4.0%
126.938	310	4.0%
126.955	310	4.0%
126.97	310	4.0%

Value	Count	Frequency (%)
127.135	311	4.0%
127.099	310	4.0%
127.086	310	4.0%
127.085	310	4.0%
127.083	310	4.0%
127.058	310	4.0%
127.042	310	4.0%
127.04	310	4.0%
127.032	310	4.0%
127.024	310	4.0%

DEM
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	25
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	61.86797227

Minimum	12.37
Maximum	212.335
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	60.7 KiB

Quantile statistics

Minimum	12.37
5-th percentile	15.5876
Q1	28.7
median	45.716
Q3	59.8324
95-th percentile	208.507
Maximum	212.335
Range	199.965
Interquartile range (IQR)	31.1324

Descriptive statistics

Standard deviation	54.2797804
Coefficient of variation (CV)	0.877348625
Kurtosis	1.974088874
Mean	61.86797227
Median Absolute Deviation (MAD)	17.016
Skewness	1.723257137
Sum	479600.521
Variance	2946.29456
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
12.37	311	4.0%
212.335	311	4.0%
146.554	310	4.0%
82.2912	310	4.0%
54.6384	310	4.0%
35.038	310	4.0%
17.2956	310	4.0%
52.518	310	4.0%
75.0924	310	4.0%
15.5876	310	4.0%
Other values (15)	4650	60.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
12.37	311	4.0%
15.5876	310	4.0%
17.2956	310	4.0%
19.5844	310	4.0%
21.9668	310	4.0%
26.298	310	4.0%
28.7	310	4.0%
30.0464	310	4.0%
30.968	310	4.0%
33.3068	310	4.0%

Value	Count	Frequency (%)
212.335	311	4.0%
208.507	310	4.0%
146.554	310	4.0%
132.118	310	4.0%
82.2912	310	4.0%
75.0924	310	4.0%
59.8324	310	4.0%
56.4448	310	4.0%
54.6384	310	4.0%
53.4712	310	4.0%

Slope
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	27
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.257048466

Minimum	0.0984746
Maximum	5.17823
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	60.7 KiB

Quantile statistics

Minimum	0.0984746
5-th percentile	0.1332
Q1	0.2713
median	0.618
Q3	1.7678
95-th percentile	4.7296
Maximum	5.17823
Range	5.0797554
Interquartile range (IQR)	1.4965

Descriptive statistics

Standard deviation	1.370443515
Coefficient of variation (CV)	1.090207381
Kurtosis	1.621799971
Mean	1.257048466
Median Absolute Deviation (MAD)	0.4626
Skewness	1.56302
Sum	9744.639705
Variance	1.878115428
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
0.697	310	4.0%
0.2661	310	4.0%
0.6233	310	4.0%
2.785	310	4.0%
0.5721	310	4.0%
0.0985	310	4.0%
0.4125	310	4.0%
2.6865	310	4.0%
0.2223	310	4.0%
0.1554	310	4.0%
Other values (17)	4652	60.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0984746	1	< 0.1%
0.0985	310	4.0%
0.1332	310	4.0%
0.1457	310	4.0%
0.1554	310	4.0%
0.2223	310	4.0%
0.2661	310	4.0%
0.2713	310	4.0%
0.4125	310	4.0%
0.5055	310	4.0%

Value	Count	Frequency (%)
5.17823	1	< 0.1%
5.1782	310	4.0%
4.7296	310	4.0%
2.785	310	4.0%
2.6865	310	4.0%
2.5348	310	4.0%
2.2579	310	4.0%
1.7678	310	4.0%
1.5629	310	4.0%
1.2313	310	4.0%

Solar radiation
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1575
Distinct (%)	20.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5341.502803

Minimum	4329.520508
Maximum	5992.895996
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	60.7 KiB

Quantile statistics

Minimum	4329.520508
5-th percentile	4554.965332
Q1	4999.018555
median	5436.345215
Q3	5728.316406
95-th percentile	5854.641602
Maximum	5992.895996
Range	1663.375488
Interquartile range (IQR)	729.297851

Descriptive statistics

Standard deviation	429.158867
Coefficient of variation (CV)	0.08034421825
Kurtosis	-0.9716805418
Mean	5341.502803
Median Absolute Deviation (MAD)	333.51709
Skewness	-0.5112097191
Sum	41407329.73
Variance	184177.3331
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5818.526855	5	0.1%
4926.958008	5	0.1%
4671.646484	5	0.1%
5652.810547	5	0.1%
5161.941406	5	0.1%
5824.259766	5	0.1%
4443.313965	5	0.1%
4602.118164	5	0.1%
4868.342285	5	0.1%
4596.420898	5	0.1%
Other values (1565)	7702	99.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4329.520508	2	< 0.1%
4365.431641	1	< 0.1%
4371.68457	5	0.1%
4393.882813	1	< 0.1%
4395.165527	1	< 0.1%
4398.263672	1	< 0.1%
4398.573242	1	< 0.1%
4400.342773	1	< 0.1%
4401.705566	1	< 0.1%
4403.272949	1	< 0.1%

Value	Count	Frequency (%)
5992.895996	5	0.1%
5987.71875	5	0.1%
5981.979492	5	0.1%
5975.67627	5	0.1%
5968.809082	5	0.1%
5961.377441	5	0.1%
5953.376953	5	0.1%
5944.778809	5	0.1%
5935.615234	5	0.1%
5932.124023	4	0.1%

Next_Tmax
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	183
Distinct (%)	2.4%
Missing	27
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	30.27488673

Minimum	17.4
Maximum	38.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	60.7 KiB

Quantile statistics

Minimum	17.4
5-th percentile	24.8
Q1	28.2
median	30.5
Q3	32.6
95-th percentile	34.9
Maximum	38.9
Range	21.5
Interquartile range (IQR)	4.4

Descriptive statistics

Standard deviation	3.128010058
Coefficient of variation (CV)	0.1033202894
Kurtosis	-0.2541201027
Mean	30.27488673
Median Absolute Deviation (MAD)	2.2
Skewness	-0.3396071784
Sum	233873.5
Variance	9.784446922
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
29.3	113	1.5%
33	106	1.4%
31.3	104	1.3%
29.6	101	1.3%
31.2	98	1.3%
29.4	96	1.2%
29.7	95	1.2%
30.2	95	1.2%
29.2	94	1.2%
32.5	94	1.2%
Other values (173)	6729	86.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
17.4	2	< 0.1%
18.6	1	< 0.1%
18.9	1	< 0.1%
19.5	1	< 0.1%
19.7	1	< 0.1%
20.1	1	< 0.1%
20.3	3	< 0.1%
20.4	2	< 0.1%
20.5	1	< 0.1%
20.6	1	< 0.1%

Value	Count	Frequency (%)
38.9	2	< 0.1%
38.7	1	< 0.1%
38.3	1	< 0.1%
37.9	1	< 0.1%
37.8	3	< 0.1%
37.6	1	< 0.1%
37.5	1	< 0.1%
37.4	1	< 0.1%
37.3	1	< 0.1%
37.2	3	< 0.1%

Next_Tmin
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	157
Distinct (%)	2.0%
Missing	27
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	22.93222006

Minimum	11.3
Maximum	29.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	60.7 KiB

Quantile statistics

Minimum	11.3
5-th percentile	18.6
Q1	21.3
median	23.1
Q3	24.6
95-th percentile	26.8
Maximum	29.8
Range	18.5
Interquartile range (IQR)	3.3

Descriptive statistics

Standard deviation	2.487612771
Coefficient of variation (CV)	0.108476753
Kurtosis	0.2517230525
Mean	22.93222006
Median Absolute Deviation (MAD)	1.6
Skewness	-0.4037428033
Sum	177151.4
Variance	6.1882173
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23.5	159	2.1%
23.4	157	2.0%
24	156	2.0%
23.2	150	1.9%
23.8	149	1.9%
23.9	142	1.8%
23.7	135	1.7%
23.6	133	1.7%
22.1	133	1.7%
23.1	129	1.7%
Other values (147)	6282	81.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
11.3	2	< 0.1%
12.9	1	< 0.1%
13.3	1	< 0.1%
13.4	1	< 0.1%
13.6	1	< 0.1%
13.8	2	< 0.1%
13.9	1	< 0.1%
14.1	3	< 0.1%
14.3	1	< 0.1%
14.4	2	< 0.1%

Value	Count	Frequency (%)
29.8	2	< 0.1%
29.5	1	< 0.1%
29.4	1	< 0.1%
29.1	1	< 0.1%
29	1	< 0.1%
28.8	3	< 0.1%
28.7	3	< 0.1%
28.6	3	< 0.1%
28.5	2	< 0.1%
28.4	6	0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	station	Date	Present_Tmax	Present_Tmin	LDAPS_RHmin	LDAPS_RHmax	LDAPS_Tmax_lapse	LDAPS_Tmin_lapse	LDAPS_WS	LDAPS_LH	LDAPS_CC1	LDAPS_CC2	LDAPS_CC3	LDAPS_CC4	lat	lon	DEM	Slope	Solar radiation	Next_Tmax	Next_Tmin
0	1.0	6/30/2013	28.7	21.4	58.255688	91.116364	28.074101	23.006936	6.818887	69.451805	0.233947	0.203896	0.161697	0.130928	37.6046	126.991	212.3350	2.7850	5992.895996	29.1	21.2
1	2.0	6/30/2013	31.9	21.6	52.263397	90.604721	29.850689	24.035009	5.691890	51.937448	0.225508	0.251771	0.159444	0.127727	37.6046	127.032	44.7624	0.5141	5869.312500	30.5	22.5
2	3.0	6/30/2013	31.6	23.3	48.690479	83.973587	30.091292	24.565633	6.138224	20.573050	0.209344	0.257469	0.204091	0.142125	37.5776	127.058	33.3068	0.2661	5863.555664	31.1	23.9
3	4.0	6/30/2013	32.0	23.4	58.239788	96.483688	29.704629	23.326177	5.650050	65.727144	0.216372	0.226002	0.161157	0.134249	37.6450	127.022	45.7160	2.5348	5856.964844	31.7	24.3
4	5.0	6/30/2013	31.4	21.9	56.174095	90.155128	29.113934	23.486480	5.735004	107.965535	0.151407	0.249995	0.178892	0.170021	37.5507	127.135	35.0380	0.5055	5859.552246	31.2	22.5
5	6.0	6/30/2013	31.9	23.5	52.437126	85.307251	29.219342	23.822613	6.182295	50.231389	0.185279	0.280818	0.232841	0.146363	37.5102	127.042	54.6384	0.1457	5873.780762	31.5	24.0
6	7.0	6/30/2013	31.4	24.4	56.287189	81.019760	28.551859	24.238467	5.587135	125.110007	0.389600	0.333570	0.270419	0.145705	37.5776	126.838	12.3700	0.0985	5849.233398	30.9	23.4
7	8.0	6/30/2013	32.1	23.6	52.326218	78.004539	28.851982	23.819054	6.104417	42.011547	0.357856	0.344928	0.272387	0.143841	37.4697	126.910	52.5180	1.5629	5863.992188	31.1	22.9
8	9.0	6/30/2013	31.4	22.0	55.338791	80.784607	28.426975	23.332373	6.017135	85.110971	0.408766	0.344800	0.264980	0.148911	37.4967	126.826	50.9312	0.4125	5876.901367	31.3	21.6
9	10.0	6/30/2013	31.6	20.5	56.651203	86.849632	27.576705	22.527018	6.518841	63.006075	0.348292	0.306255	0.245254	0.135443	37.4562	126.955	208.5070	5.1782	5893.608398	30.5	21.0

Last rows

	station	Date	Present_Tmax	Present_Tmin	LDAPS_RHmin	LDAPS_RHmax	LDAPS_Tmax_lapse	LDAPS_Tmin_lapse	LDAPS_WS	LDAPS_LH	LDAPS_CC1	LDAPS_CC2	LDAPS_CC3	LDAPS_CC4	LDAPS_PPT1	LDAPS_PPT2	LDAPS_PPT3	LDAPS_PPT4	lat	lon	DEM	Slope	Solar radiation	Next_Tmax	Next_Tmin
7742	18.0	8/30/2017	23.3	18.2	30.259682	86.565193	26.474403	17.289157	6.522731	94.203783	0.045451	0.034340	0.000000e+00	0.014070	0.000000	0.000000	0.000000	0.000000	37.4832	127.024	56.4448	1.231300	4435.611816	27.8	16.7
7743	19.0	8/30/2017	22.6	15.0	25.536045	78.779045	26.596280	17.856040	6.905963	54.030075	0.056634	0.076289	0.000000e+00	0.000000	0.000000	0.000000	0.000000	0.000000	37.5776	126.938	75.0924	1.767800	4495.473633	27.1	16.6
7744	20.0	8/30/2017	22.7	15.9	38.216373	94.428116	24.037222	15.772677	6.478060	112.580310	0.038019	0.005380	0.000000e+00	0.000938	0.000000	0.000000	0.000000	0.000000	37.6181	127.004	146.5540	4.729600	4554.965332	26.7	16.3
7745	21.0	8/30/2017	23.1	17.8	24.688997	78.261383	27.812697	18.303014	6.603253	9.614074	0.052902	0.030169	0.000000e+00	0.004380	0.000000	0.000000	0.000000	0.000000	37.5507	127.040	26.2980	0.572100	4456.024414	27.6	17.7
7746	22.0	8/30/2017	22.5	17.4	30.094858	83.690018	26.704905	17.814038	5.768083	82.146707	0.066461	0.024518	5.850000e-07	0.017678	0.000000	0.000000	0.000000	0.000000	37.5102	127.086	21.9668	0.133200	4441.803711	28.0	17.1
7747	23.0	8/30/2017	23.3	17.1	26.741310	78.869858	26.352081	18.775678	6.148918	72.058294	0.030034	0.081035	0.000000e+00	0.000000	0.000000	0.000000	0.000000	0.000000	37.5372	126.891	15.5876	0.155400	4443.313965	28.3	18.1
7748	24.0	8/30/2017	23.3	17.7	24.040634	77.294975	27.010193	18.733519	6.542819	47.241457	0.035874	0.074962	0.000000e+00	0.000000	0.000000	0.000000	0.000000	0.000000	37.5237	126.909	17.2956	0.222300	4438.373535	28.6	18.8
7749	25.0	8/30/2017	23.2	17.4	22.933014	77.243744	27.939516	18.522965	7.289264	9.090034	0.048954	0.059869	0.000000e+00	0.000796	0.000000	0.000000	0.000000	0.000000	37.5237	126.970	19.5844	0.271300	4451.345215	27.8	17.4
7750	NaN	NaN	20.0	11.3	19.794666	58.936283	17.624954	14.272646	2.882580	-13.603212	0.000000	0.000000	0.000000e+00	0.000000	0.000000	0.000000	0.000000	0.000000	37.4562	126.826	12.3700	0.098475	4329.520508	17.4	11.3
7751	NaN	NaN	37.6	29.9	98.524734	100.000153	38.542255	29.619342	21.857621	213.414006	0.967277	0.968353	9.837888e-01	0.974710	23.701544	21.621661	15.841235	16.655469	37.6450	127.135	212.3350	5.178230	5992.895996	38.9	29.8

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows